Björn Deiseroth

36 papers A* 8B 1Journal 22Unranked 5

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A Family of LLMs Liberated from Static Vocabularies. CoRR Adnen Abdessaied, Artur Baranowski, Lukas Balles, Michael Barlow, Fabien C. Y. Benureau, Felix Berkenkamp, Lukas Bluebaum, Bastian Boll, Thomas F. Burns, Björn Deiseroth, Constantin Eichenberg, David Friede, Pablo Iyu Guerrero, Ahmed Hammam, Bastian Harren, Johann Higl, Yasser Jadidi, Carina Kauf, Johannes Messner, Jan Hendrik Metzen, Max Meuer, Vedant Nanda, Pit Neitemeier, Koen Oostermeijer, Letitia Parcalabescu, Markus Pernpointner, Felix Reinfurt, Dylan Rodriquez, Grégory Schott, Philipp Siedler, Martin Simonovsky, Till Speicher, Volker Stampa, Stephan Wäldchen, Samuel Weinbach, Gregor Ziegltrum
2026	—	`conf`	Aleph-Alpha-GermanWeb: Improving German-language LLM pre-training with model-based data curation and synthetic data generation. EACL (Volume 1: Long Papers) Thomas F. Burns, Letitia Parcalabescu, Stephan Wäldchen, Michael Barlow, Gregor Ziegltrum, Volker Stampa, Bastian Harren, Björn Deiseroth
2025	J	`jnl`	Aleph-Alpha-GermanWeb: Improving German-language LLM pre-training with model-based data curation and synthetic data generation. CoRR Thomas F. Burns, Letitia Parcalabescu, Stephan Wäldchen, Michael Barlow, Gregor Ziegltrum, Volker Stampa, Bastian Harren, Björn Deiseroth
2025	J	`jnl`	Bounding Hallucinations: Information-Theoretic Guarantees for RAG Systems via Merlin-Arthur Protocols. CoRR Björn Deiseroth, Max Henning Höth, Kristian Kersting, Letitia Parcalabescu
2025	A*	`conf`	Hierarchical Autoregressive Transformers: Combining Byte- and Word-Level Processing for Robust, Adaptable Language Models. ICLR Pit Neitemeier, Björn Deiseroth, Constantin Eichenberg, Lukas Balles
2025	J	`jnl`	Hierarchical Autoregressive Transformers: Combining Byte- and Word-Level Processing for Robust, Adaptable Language Models. CoRR Pit Neitemeier, Björn Deiseroth, Constantin Eichenberg, Lukas Balles
2025	J	`jnl`	LIME: Making LLM Data More Efficient with Linguistic Metadata Embeddings. CoRR Sebastian Sztwiertnia, Felix Friedrich, Kristian Kersting, Patrick Schramowski, Björn Deiseroth
2025	J	`jnl`	Measuring and Guiding Monosemanticity. CoRR Ruben Härle, Felix Friedrich, Manuel Brack, Stephan Wäldchen, Björn Deiseroth, Patrick Schramowski, Kristian Kersting
2025	A*	`conf`	u-μP: The Unit-Scaled Maximal Update Parametrization. ICLR Charlie Blake, Constantin Eichenberg, Josef Dean, Lukas Balles, Luke Yuri Prince, Björn Deiseroth, Andrés Felipe Cruz-Salinas, Carlo Luschi, Samuel Weinbach, Douglas Orr
2024	—	`conf`	Divergent Token Metrics: Measuring degradation to prune away LLM components - and optimize quantization. NAACL-HLT Björn Deiseroth, Max Meuer, Nikolas Gritsch, Constantin Eichenberg, Patrick Schramowski, Matthias Aßenmacher, Kristian Kersting
2024	A*	`conf`	Mechanistic Design and Scaling of Hybrid Architectures. ICML Michael Poli, Armin W. Thomas, Eric Nguyen, Pragaash Ponnusamy, Björn Deiseroth, Kristian Kersting, Taiji Suzuki, Brian L. Hie, Stefano Ermon, Christopher Ré, Ce Zhang, Stefano Massaroli
2024	J	`jnl`	Mechanistic Design and Scaling of Hybrid Architectures. CoRR Michael Poli, Armin W. Thomas, Eric Nguyen, Pragaash Ponnusamy, Björn Deiseroth, Kristian Kersting, Taiji Suzuki, Brian L. Hie, Stefano Ermon, Christopher Ré, Ce Zhang, Stefano Massaroli
2024	J	`jnl`	SCAR: Sparse Conditioned Autoencoders for Concept Detection and Steering in LLMs. CoRR Ruben Härle, Felix Friedrich, Manuel Brack, Björn Deiseroth, Patrick Schramowski, Kristian Kersting
2024	A*	`conf`	T-FREE: Subword Tokenizer-Free Generative LLMs via Sparse Representations for Memory-Efficient Embeddings. EMNLP Björn Deiseroth, Manuel Brack, Patrick Schramowski, Kristian Kersting, Samuel Weinbach
2024	J	`jnl`	T-FREE: Tokenizer-Free Generative LLMs via Sparse Representations for Memory-Efficient Embeddings. CoRR Björn Deiseroth, Manuel Brack, Patrick Schramowski, Kristian Kersting, Samuel Weinbach
2024	J	`jnl`	u-μP: The Unit-Scaled Maximal Update Parametrization. CoRR Charlie Blake, Constantin Eichenberg, Josef Dean, Lukas Balles, Luke Y. Prince, Björn Deiseroth, Andrés Felipe Cruz-Salinas, Carlo Luschi, Samuel Weinbach, Douglas Orr
2023	A*	`conf`	ATMAN: Understanding Transformer Predictions Through Memory Efficient Attention Manipulation. NeurIPS Björn Deiseroth, Mayukh Deb, Samuel Weinbach, Manuel Brack, Patrick Schramowski, Kristian Kersting
2023	J	`jnl`	AtMan: Understanding Transformer Predictions Through Memory Efficient Attention Manipulation. CoRR Mayukh Deb, Björn Deiseroth, Samuel Weinbach, Patrick Schramowski, Kristian Kersting
2023	J	`jnl`	Divergent Token Metrics: Measuring degradation to prune away LLM components - and optimize quantization. CoRR Björn Deiseroth, Max Meuer, Nikolas Gritsch, Constantin Eichenberg, Patrick Schramowski, Matthias Aßenmacher, Kristian Kersting
2023	A*	`conf`	ILLUME: Rationalizing Vision-Language Models through Human Interactions. ICML Manuel Brack, Patrick Schramowski, Björn Deiseroth, Kristian Kersting
2023	A*	`conf`	MultiFusion: Fusing Pre-Trained Models for Multi-Lingual, Multi-Modal Image Generation. NeurIPS Marco Bellagente, Manuel Brack, Hannah Teufel, Felix Friedrich, Björn Deiseroth, Constantin Eichenberg, Andrew Dai, Robert Baldock, Souradeep Nanda, Koen Oostermeijer, Andrés Felipe Cruz-Salinas, Patrick Schramowski, Kristian Kersting, Samuel Weinbach
2023	J	`jnl`	MultiFusion: Fusing Pre-Trained Models for Multi-Lingual, Multi-Modal Image Generation. CoRR Marco Bellagente, Manuel Brack, Hannah Teufel, Felix Friedrich, Björn Deiseroth, Constantin Eichenberg, Andrew Dai, Robert Baldock, Souradeep Nanda, Koen Oostermeijer, Andrés Felipe Cruz-Salinas, Patrick Schramowski, Kristian Kersting, Samuel Weinbach
2023	A*	`conf`	Safe Latent Diffusion: Mitigating Inappropriate Degeneration in Diffusion Models. CVPR Patrick Schramowski, Manuel Brack, Björn Deiseroth, Kristian Kersting
2023	—	`conf`	Speaking Multiple Languages Affects the Moral Bias of Language Models. ACL (Findings) Katharina Hämmerl, Björn Deiseroth, Patrick Schramowski, Jindrich Libovický, Constantin A. Rothkopf, Alexander Fraser, Kristian Kersting
2022	J	`jnl`	Do Multilingual Language Models Capture Differing Moral Norms? CoRR Katharina Hämmerl, Björn Deiseroth, Patrick Schramowski, Jindrich Libovický, Alexander Fraser, Kristian Kersting
2022	J	`jnl`	ILLUME: Rationalizing Vision-Language Models by Interacting with their Jabber. CoRR Manuel Brack, Patrick Schramowski, Björn Deiseroth, Kristian Kersting
2022	J	`jnl`	LogicRank: Logic Induced Reranking for Generative Text-to-Image Systems. CoRR Björn Deiseroth, Patrick Schramowski, Hikaru Shindo, Devendra Singh Dhami, Kristian Kersting
2022	J	`jnl`	M-VADER: A Model for Diffusion with Multimodal Context. CoRR Samuel Weinbach, Marco Bellagente, Constantin Eichenberg, Andrew Dai, Robert Baldock, Souradeep Nanda, Björn Deiseroth, Koen Oostermeijer, Hannah Teufel, Andrés Felipe Cruz-Salinas
2022	J	`jnl`	Safe Latent Diffusion: Mitigating Inappropriate Degeneration in Diffusion Models. CoRR Patrick Schramowski, Manuel Brack, Björn Deiseroth, Kristian Kersting
2022	J	`jnl`	Speaking Multiple Languages Affects the Moral Bias of Language Models. CoRR Katharina Hämmerl, Björn Deiseroth, Patrick Schramowski, Jindrich Libovický, Constantin A. Rothkopf, Alexander Fraser, Kristian Kersting
2013	B	`conf`	Computing on Authenticated Data for Adjustable Predicates. ACNS Björn Deiseroth, Victoria Fehr, Marc Fischlin, Manuel Maasz, Nils Fabian Reimers, Richard Stein
2013	J	`jnl`	Computing on Authenticated Data for Adjustable Predicates. IACR Cryptol. ePrint Arch. Björn Deiseroth, Victoria Fehr, Marc Fischlin, Manuel Maasz, Nils Fabian Reimers, Richard Stein
2013	J	`jnl`	Secure computations on non-integer values with applications to privacy-preserving sequence analysis. Inf. Secur. Tech. Rep. Martin Franz, Björn Deiseroth, Kay Hamacher, Somesh Jha, Stefan Katzenbeisser, Heike Schröder
2011	—	`conf`	Towards Secure Bioinformatics Services (Short Paper). Financial Cryptography Martin Franz, Björn Deiseroth, Kay Hamacher, Somesh Jha, Stefan Katzenbeisser, Heike Schröder
2010	J	`jnl`	Secure Computations on Non-Integer Values. IACR Cryptol. ePrint Arch. Martin Franz, Björn Deiseroth, Kay Hamacher, Somesh Jha, Stefan Katzenbeisser, Heike Schröder
2010	—	`conf`	Secure computations on non-integer values. WIFS Martin Franz, Björn Deiseroth, Kay Hamacher, Somesh Jha, Stefan Katzenbeisser, Heike Schröder